NB-IoT PSM and eDRX Reachability Reasoning QA Dataset

#Conditional Reasoning #Reachability Classification #Response Delay Estimation #Reasoning Step Generation #NB-IoT Network Operations #IoT Device Management #Cellular IoT Connectivity #Downlink Message Scheduling

Records: 3590
Size: 0.3GB
Format: JSON
Provider: MOBIUSI INC
Updated: v1.02026-11-05

AI Analysis & Value Prop

This dataset presents question-answer scenarios about NB-IoT device Power Saving Mode (PSM), extended Discontinuous Reception (eDRX) paging opportunities, application downlink timing, and service conditions. Each example uses the supplied timing information to determine whether a device is reachable now, must wait for a wake or paging opportunity, is unavailable within the service window, or cannot be assessed from the available details, and explains the expected delay. Structured answers include the scenario, question, reachability status, delay estimate, reasoning steps, and final answer for NB-IoT operations analysis, device communication management, and reasoning SFT.

Overview

Dataset Insights

Preview

Sample Examples

sample.json

{}

Schema

Technical Specifications

Field	Type	Description
file_name	string	File name
question	string	Source question asking whether the device is reachable and what response delay or latency cause is expected.
final_answer	string	Concise answer to the source question, combining the reachability conclusion and expected response delay assessment.
latency_reason	string	Explanation of the timing factors responsible for the estimated response delay, such as PSM sleep duration, eDRX paging opportunities, or application downlink timing.
reasoning_steps	array	Ordered steps showing how the supplied timing and service conditions lead to the reachability and latency conclusions.
scenario_context	string	Source text describing the device power-saving mode, relevant timers and paging cycles, application downlink timing, and service conditions.
reachability_status	string	Reasoned classification of whether the device is reachable now, reachable after a wake or paging opportunity, unavailable within the relevant service window, or not assessable from the given information.
estimated_response_delay	string	Reasoned response delay estimate, including a value and unit when supported by the scenario, or a qualitative estimate when exact timing cannot be determined.

Trust

Compliance Statement

Authorization Type

Proprietary - Commercial AI Training License (No Redistribution)

Commercial Use

Requires exclusive subscription or authorization contract (monthly or per-invocation charging)

Privacy and Anonymization

No PII, no real company names, simulated scenarios follow industry standards

Compliance System

Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs

FAQ

Frequently Asked Questions

What does the dataset contain?: It contains NB-IoT question-answer scenarios involving device PSM states, eDRX paging cycles, application downlink timing, and service conditions. Structured fields cover the scenario, question, reachability conclusion, delay estimate, latency cause, reasoning steps, and final answer.

Does every example provide an exact delay value?: No. A numeric estimate with a unit is provided only when the scenario includes enough timing information to support it. When an exact duration cannot be determined, the answer gives a qualitative estimate and explains the factors affecting response time.

Which training and evaluation tasks does it support?: The data supports conditional reasoning, device reachability classification, response delay estimation, and reasoning step generation. It can also be used to evaluate NB-IoT operations question answering and device communication management.

How can I obtain the data, and what are the licensing terms?: Refer to the product page for the available download or delivery method. Before use, review the applicable license terms, permitted use cases, and any restrictions on commercial use.

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Cite this Work

@dataset{Mobiusi2026,
  title={NB-IoT PSM and eDRX Reachability Reasoning QA Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/8f3dc02bc530f802dfdef72039f29605?dataset_task_cate_id=6},
  urldate={2026-10-22},
  keywords={NB-IoT dataset,PSM question answering,eDRX paging,device reachability,response delay reasoning,IoT network operations,conditional reasoning training,reasoning SFT data},
  version={1.0}
}

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